Company lists · Data refreshed November 2026

Top 25 Natural language query analytics companies based in the United States

RevenueBase identified 81 company matches for natural language query analytics companies associated with the United States as of November 2026 and tracks 1,029 professional contacts across them, including 438 with verified work emails. New York is the largest hub.

This list covers company matches for natural language query analytics companies associated with the United States, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed November 5, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list RevenueBase SmartSearch · Exact Recorded Nov 5, 2026 How this list was built
81Companies
1,029Contacts tracked
438Verified emails
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The 25 largest natural language query analytics companies based in the United States

Ranked by team size
Top 25 of 81 company matches for natural language query analytics companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Nov 5, 2026. The RevenueBase SmartSearch column shows Exact match membership in this saved search. Click a contact count to view that company's people. Totals use company locations recorded by RevenueBase; the displayed preview is a smaller selection.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202651-200288 contacts →

Exact match

“With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
2Exact matchMadison Heights, MI, United StatesHQ recorded Nov 5, 2026201-50091 contacts →

Exact match

“At Lumenore, we believe data’s true power lies in its accessibility.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
3Exact matchBoston, MA, United StatesHQ recorded Nov 5, 202651-20072 contacts →

Exact match

“Toucan AI is an embedded analytics platform built for product and tech teams.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
4Exact matchNew York, NY, United StatesHQ recorded Nov 5, 202651-20048 contacts →

Exact match

“TextQL is the AI analytics platform that lets your entire organization query enterprise data in natural language.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
5Exact matchSan Francisco, United StatesHQ recorded Nov 5, 202651-20036 contacts →

Exact match

“CelerData enables enterprises to quickly and easily grow their business with the world’s most performant query engine for open lakehouses.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
6Exact matchCincinnati, OH, United StatesHQ recorded Nov 5, 202651-20034 contacts →

Exact match

“Ascribe is now part of Discuss.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
7Exact matchNew York, NY, United StatesHQ recorded Nov 5, 202611-5031 contacts →

Exact match

“Your data has answers.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
8Exact matchBerkeley, CA, United StatesHQ recorded Nov 5, 202611-5027 contacts →

Exact match

“Quarrio: Harnessing Deterministic AI and Semantic Understanding for Business Intelligence Quarrio is at the forefront of Conversational Analytics, utilizing deterministic AI and…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
9Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202611-5024 contacts →

Exact match

“Rill is the fastest business intelligence tool for humans and agents, built to deliver instant answers to questions posed in natural language.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
10Exact matchBoston, MA, United StatesHQ recorded Nov 5, 202651-20020 contacts →

Exact match

“Luminoso is now part of Cemantica's Journey Value Management Platform, providing AI-powered experience insights.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
11Exact matchSeattle, WA, United StatesHQ recorded Nov 5, 202611-5018 contacts →

Exact match

“Your company is what your customers make of it.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
12Exact matchNew York, NY, United StatesHQ recorded Nov 5, 202651-20016 contacts →

Exact match

“Amenity Analytics develops cloud-based analytics tools to help businesses draw actionable insights from text on a massive scale.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
13Exact matchAmherst, MA, United StatesHQ recorded Nov 5, 202611-5014 contacts →

Exact match

“Lexalytics, a Press Ganey company, leads the space in solving the AI hard problem of text analytics and natural language processing.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
14Exact matchCupertino, CA, United StatesHQ recorded Nov 5, 202611-5012 contacts →

Exact match

“Search is broken for consumers, marketers, and e-commerce sites.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
15Exact matchMadison, WI, United StatesHQ recorded Nov 5, 202611-5012 contacts →

Exact match

“DataChat is a no-code, generative AI analytics platform that enables business users and domain experts to ask natural language questions of the data they already have access to…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
16Exact matchNew York, United StatesHQ recorded Nov 5, 202611-5011 contacts →

Exact match

“vPhrase is a venture funded, language and analytics technology company serving clients like Fidelity, Sanofi, Danone, Abbott, HDFC Bank, ICICI Lombard, GSK, Olam and more.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
17Exact matchRichardson, TX, United StatesHQ recorded Nov 5, 202611-5010 contacts →

Exact match

“Language Computer Corporation (LCC) is a privately-owned U.S.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
18Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 20261-108 contacts →

Exact match

“Findly: Empowering businesses with data-driven AI Get accurate, actionable data insights in minutes without needing to learn SQL or Python.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
19Exact matchLas Vegas, NV, United StatesHQ recorded Nov 5, 202611-508 contacts →

Exact match

“Data shouldn’t be this hard.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
20Exact matchNew Hope, PA, United StatesHQ recorded Nov 5, 202651-2007 contacts →

Exact match

“iseek.ai is redefining how institutions and enterprises find and synthesize essential information.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
21Exact matchDuluth, GA, United StatesHQ recorded Nov 5, 202611-505 contacts →

Exact match

“AI solutions for Enterprise data.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
22Exact matchSt George, UT, United StatesHQ recorded Nov 5, 202611-504 contacts →

Exact match

“The fastest way to turn data into decisions Connect all your data sources, ask any question, and unlock instant insights that drive ROI-no spreadsheets, no bottlenecks, no wasted…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
23Exact matchSan Mateo, CA, United StatesHQ recorded Nov 5, 20261-104 contacts →

Exact match

“Allow enterprise software users to simply ask for the information they need, in plain English.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
24Exact matchMorrisville, NC, United StatesHQ recorded Nov 5, 20261-103 contacts →

Exact match

“From natural language search to autogenerated narratives, Pramana's artificial intelligence software empowers organizations to turn data into content and valuable insights…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
25Exact matchIncline Village, NV, United StatesHQ recorded Nov 5, 202611-502 contacts →

Exact match

“Voise was conceived around the idea that social media messages are, in effect, a treasure trove of digital discussions, ideas, statements, and opportunities.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase

Showing 25 of 81 natural language query analytics companies based in the United States

See the full list, filter by size, metro and specialty, and access 438 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Natural language query analytics companies based in the United States at a glance

As of Nov 5, 2026
42.6%Verified-email coverage
12.7Average contacts per company
11-50Median size (employees)
14.8%Largest-city concentration · New York
Nov 5, 2026Page data refreshed

Companies by employee count

1-10
36
11-50
32
51-200
12
201-500
1

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 81 companies.

How this list was built

The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase SmartSearch, the natural-language company search available to every RevenueBase user.
What qualifies
Company records associated with the United States whose business descriptions match “natural language query analytics companies” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
RevenueBase SmartSearch
Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
Public preview
The public preview omits records without a verified work email. Where headquarters information is recorded, preview rows are also filtered to this page’s location. Dataset totals and geographic summaries describe the full matched records before these preview filters.
Match quality
RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
Ranking
Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification
Every displayed company carries at least one verified work email. RevenueBase tracks 438 professional contacts with verified work emails across the full matched dataset. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh
This page's figures were pulled from the company graph on November 5, 2026. Lists refresh periodically as the graph is re-checked.
Record context
Company records and descriptions can change. Check the company's website for its current services and locations.

Frequently asked

What is RevenueBase SmartSearch?

RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “natural language query analytics companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many natural language query analytics companies are there based in the United States?

RevenueBase identified 81 company matches for natural language query analytics companies associated with the United States as of November 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.

What is the largest company on this list?

HEX tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.

Which city has the most natural language query analytics companies?

New York leads with 12 company records, followed by San Francisco (12) and San Jose (3).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 438 professional contacts with verified work emails tracked across these 81 companies; direct dials are available where recorded.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on November 5, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase SmartSearch, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.